scholarly journals Quality threshold evaluation of Sanger confirmation for results of whole exome sequencing in clinically diagnostic setting

2020 ◽  
Author(s):  
Go Hun Seo ◽  
Hyeri Kim ◽  
Minjeong Kye ◽  
Jung-Young Park ◽  
Dong-gun Won ◽  
...  

AbstractBackgroundWith the ability to simultaneously sequence more than 5,000 disease-associated genes, next-generation sequencing (NGS) has replaced Sanger sequencing as the preferred method in the diagnostic field at the laboratory level. However, Sanger sequencing has been used routinely to confirm identified variants prior to reporting results. This validation process causes a turnaround time delay and cost increase. Thus, this study aimed to set a quality threshold that does not require Sanger confirmation by analyzing the characteristics of identified variants from whole exome sequencing (WES).MethodsOur study analyzed data on a total of 694 disease-causing variants from 578 WES samples that had been diagnosed with suspected genetic disease. These samples were sequenced by Novaseq6000 and Exome Research Panel v2. All 694 variants (513 single-nucleotide variants (SNVs) and 181 indels) were validated by Sanger sequencing.ResultsA total of 693 variants included 512 SNVs and 181 indels from 578 patients and 367 genes. Five hundred seven heterozygous SNVs with at > 250 quality score and > 0.3 allele fraction were 100% confirmed by Sanger sequencing. Five heterozygous variants and one homozygous variant were not confirmed by Sanger sequencing, which showed 98.8% accuracy. There were 146 heterozygous variants and 35 homozygous variants among 181 indels, of which 11 heterozygous variants were not confirmed by Sanger sequencing (93.9% accuracy). Five non-confirmed variants with high quality were not identified on the ram .bam file.ConclusionOur results indicate that Sanger confirmation is not necessary for exome-derived SNVs with > 250 quality score and 0.3 > allele fraction set to an appropriate quality threshold. Indels or SNVs that do not meet the quality threshold should be reviewed by raw .bam file and Sanger confirmation should be performed to ensure accurate reporting.

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Yu Xu ◽  
Yong-Biao Zhang ◽  
Li-Jun Liang ◽  
Jia-Li Tian ◽  
Jin-Ming Lin ◽  
...  

Abstract Background Hereditary hemorrhagic telangiectasia (HHT) is a disease characterized by arteriovenous malformations in the skin and mucous membranes. We enrolled a large pedigree comprising 32 living members, and screened for mutations responsible for HHT. Methods We performed whole-exome sequencing to identify novel mutations in the pedigree after excluding three previously reported HHT-related genes using Sanger sequencing. We then performed in silico functional analysis of candidate mutations that were obtained using a variant filtering strategy to identify mutations responsible for HHT. Results After screening the HHT-related genes, activin A receptor-like type 1 (ACVRL1), endoglin (ENG), and SMAD family member 4 (SMAD4), we did not detect any co-segregated mutations in this pedigree. Whole-exome sequencing analysis of 7 members and Sanger sequencing analysis of 16 additional members identified a mutation (c.784A > G) in the NSF attachment protein gamma (NAPG) gene that co-segregated with the disease. Functional prediction showed that the mutation was deleterious and might change the conformational stability of the NAPG protein. Conclusions NAPG c.784A > G may potentially lead to HHT. These results expand the current understanding of the genetic contributions to HHT pathogenesis.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Alana R. Rodney ◽  
Reuben M. Buckley ◽  
Robert S. Fulton ◽  
Catrina Fronick ◽  
Todd Richmond ◽  
...  

AbstractOver 94 million domestic cats are susceptible to cancers and other common and rare diseases. Whole exome sequencing (WES) is a proven strategy to study these disease-causing variants. Presented is a 35.7 Mb exome capture design based on the annotated Felis_catus_9.0 genome assembly, covering 201,683 regions of the cat genome. Whole exome sequencing was conducted on 41 cats with known and unknown genetic diseases and traits, of which ten cats had matching whole genome sequence (WGS) data available, used to validate WES performance. At 80 × mean exome depth of coverage, 96.4% of on-target base coverage had a sequencing depth > 20-fold, while over 98% of single nucleotide variants (SNVs) identified by WGS were also identified by WES. Platform-specific SNVs were restricted to sex chromosomes and a small number of olfactory receptor genes. Within the 41 cats, we identified 31 previously known causal variants and discovered new gene candidate variants, including novel missense variance for polycystic kidney disease and atrichia in the Peterbald cat. These results show the utility of WES to identify novel gene candidate alleles for diseases and traits for the first time in a feline model.


2017 ◽  
Vol 176 (5) ◽  
pp. K9-K14 ◽  
Author(s):  
Sandrine Caburet ◽  
Ronit Beck Fruchter ◽  
Bérangère Legois ◽  
Marc Fellous ◽  
Stavit Shalev ◽  
...  

Context PCOS is a heterogeneous condition characterized by hyperandrogenism and chronic anovulation and affects about 10% of women. Its etiology is poorly known, but a dysregulation of gonadotropin secretion is one of its hallmarks. Objective As the etiology of PCOS is unclear, we have performed a genome-wide analysis of a consanguineous family with three sisters diagnosed with PCOS. Methods Whole-exome sequencing and Sanger sequencing confirmation. Results Whole-exome sequencing allowed the detection of the missense variant rs104893836 located in the first coding exon of the GNRHR gene and leading to the p.Gln106Arg (p.Q106R) substitution. Sanger sequencing of all available individuals of the family confirmed that the variant was homozygous in the three affected sisters and heterozygous in both parents. Conclusions This is the first description of a GNRHR gene mutation in patients diagnosed with PCOS. Although we do not exclude a possible interaction of the identified variant with the genetic background and/or the environment, our result suggests that genetic alterations in the hypothalamo–pituitary axis may play role in the pathogenesis of PCOS.


2021 ◽  
Vol 12 ◽  
Author(s):  
Feifan Xiao ◽  
Yulan Lu ◽  
Bingbing Wu ◽  
Bo Liu ◽  
Gang Li ◽  
...  

Next-generation sequencing (NGS) has been used to detect severe combined immunodeficiency (SCID) in patients, and some patients with DNA cross-link repair 1C (DCLRE1C) variants have been identified. Moreover, some compound variants, such as copy number variants (CNV) and single nucleotide variants (SNV), have been reported. The purpose of this study was to expand the genetic data related to patients with SCID carrying the compound DCLRE1C variant. Whole-exome sequencing (WES) was performed for genetic analysis, and variants were verified by performing Sanger sequencing or quantitative PCR. Moreover, we searched PubMed and summarized the data of the reported variants. Four SCID patients with DCLRE1C variants were identified in this study. WES revealed a homozygous deletion in the DCLRE1C gene from exons 1–5 in patient 1, exons 1–3 deletion and a novel rare variant (c.92T>C, p.L31P) in patient 2, exons 1–3 deletion and a novel rare variant (c.328C>G, p.L110V) in patient 3, and exons 1–4 deletion and a novel frameshift variant (c.449dup, p.His151Alafs*20) in patient 4. Based on literature review, exons 1–3 was recognized as a hotspot region for deletion variation. Moreover, we found that compound variations (CNV + SNV) accounted for approximately 7% variations in all variants. When patients are screened for T-cell receptor excision circles (TRECs), NGS can be used to expand genetic testing. Deletion of the DCLRE1C gene should not be ignored when a variant has been found in patients with SCID.


2020 ◽  
Author(s):  
Pengfei Liang ◽  
Fengping Chen ◽  
Shujuan Wang ◽  
Qiong Li ◽  
Wei Li ◽  
...  

Abstract Background: Hereditary non-syndromic hearing loss (NSHL) has a high genetic heterogeneity with >152 genes identified as associated molecular causes. The present study aimed to detect the possible damaging variants of the deaf probands from six unrelated Chinese families.Methods: After excluding the mutations in the most common genes, GJB2 and SLC26A4, 12 probands with prelingual deafness and autosomal recessive inheritance were evaluated by whole-exome sequencing (WES). All the candidate variants were verified by Sanger sequencing in all patients and their parents.Results: Biallelic mutations were identified in all deaf patients. Among these six families, 10 potentially causative mutations, including 3 reported and 7 novel mutations, in 3 different deafness-associated autosomal recessive (DFNB) genes (MYO15A, COL11A2, and CDH23) were identified. The mutations in MYO15A were frequent with 7/10 candidate variants. Sanger sequencing confirmed that these mutations segregated with the hearing loss of each family.Conclusions: Next-generation sequencing (NGS) approach becomes more cost-effective and efficient when analyzing large-scale genes compared to the conventional polymerase chain reaction-based Sanger sequencing, which is often used to screen common deafness-related genes. The current findings further extend the mutation spectrum of hearing loss in the Chinese population, which has a positive significance for genetic counseling.


2016 ◽  
Vol 15 ◽  
pp. CIN.S36612 ◽  
Author(s):  
Lun-Ching Chang ◽  
Biswajit Das ◽  
Chih-Jian Lih ◽  
Han Si ◽  
Corinne E. Camalier ◽  
...  

With rapid advances in DNA sequencing technologies, whole exome sequencing (WES) has become a popular approach for detecting somatic mutations in oncology studies. The initial intent of WES was to characterize single nucleotide variants, but it was observed that the number of sequencing reads that mapped to a genomic region correlated with the DNA copy number variants (CNVs). We propose a method RefCNV that uses a reference set to estimate the distribution of the coverage for each exon. The construction of the reference set includes an evaluation of the sources of variability in the coverage distribution. We observed that the processing steps had an impact on the coverage distribution. For each exon, we compared the observed coverage with the expected normal coverage. Thresholds for determining CNVs were selected to control the false-positive error rate. RefCNV prediction correlated significantly ( r = 0.96–0.86) with CNV measured by digital polymerase chain reaction for MET (7q31), EGFR (7p12), or ERBB2 (17q12) in 13 tumor cell lines. The genome-wide CNV analysis showed a good overall correlation (Spearman's coefficient = 0.82) between RefCNV estimation and publicly available CNV data in Cancer Cell Line Encyclopedia. RefCNV also showed better performance than three other CNV estimation methods in genome-wide CNV analysis.


2018 ◽  
Vol 50 (1) ◽  
pp. 169-178 ◽  
Author(s):  
Yi Fang ◽  
Xiao Ma ◽  
Jing Zeng ◽  
Yanwen Jin ◽  
Yong Hu ◽  
...  

Background/Aims: The purpose of the study was to investigate the altered driver genes and signal pathways during progression of papillary thyroid cancer (PTC) via next-generation sequencing technology. Methods: The DNA samples for whole exome sequencing (WES) analyses were extracted from 11 PTC tissues and adjacent normal tissues samples. Direct Sanger sequencing was applied to validate the identified mutations. Results: Among the 11 pairs of tissues specimens, 299 single nucleotide variants (SNVs) in 75 genes were identified. The most common pattern of base pair substitutions was T:A>C:G (49.83%), followed by C:G>T:A (18.06%) and C:G>G:C (15.05%). The altered genes were mainly implicated in MAPK (mitogen-activated protein kinase), PPAR (peroxisome proliferator-activated receptors), and p53 signaling pathways. In addition, 12 novel identified driver genes were validated by Sanger sequencing. The mutations of FAM133A, DPCR1, JAK1, C10orf10, EPB41L3, GPRASP1 and IWS1 exhibited in multiple PTC cases. Furthermore, the PTC cases exhibited individual mutational signature, even the same gene might present different mutational status in different cases. Conclusion: Multiple PTC-related somatic mutations and signal pathways are identified via WES and Sanger sequencing methods. The novel identified mutations in genes such as FAM133A, DPCR1, and JAK1 may be potential therapeutic targets for PTC patients.


2019 ◽  
Vol 2019 ◽  
pp. 1-7 ◽  
Author(s):  
Qin Xiang ◽  
Lamei Yuan ◽  
Yanna Cao ◽  
Hongbo Xu ◽  
Yunfeiyang Li ◽  
...  

Background/Aims. Corneal dystrophies (CDs) belong to a group of hereditary heterogeneous corneal diseases which result in visual impairment due to the progressive accumulation of deposits in different corneal layers. So far, mutations in several genes have been responsible for various CDs. The purpose of this study is to identify gene mutations in a three-generation Hui-Chinese family associated with granular corneal dystrophy type I (GCD1). Methods. A three-generation Hui-Chinese pedigree with GCD1 was recruited for this study. Slit-lamp biomicroscopy, optical coherence tomography, and confocal microscopy were performed to determine the clinical features of available members. Whole exome sequencing was performed on two patients to screen for potential disease-causing variants in the family. Sanger sequencing was used to test the variant in the family members. Results. Clinical examinations demonstrated bilaterally abundant multiple grayish-white opacities in the basal epithelial and superficial stroma layers of corneas of the two patients. Whole exome sequencing revealed that a heterozygous missense mutation (c.1663C > T, p.Arg555Trp) in the transforming growth factor beta-induced gene (TGFBI) was shared by the two patients, and it cosegregated with this disease in the family confirmed by Sanger sequencing. Conclusions. The results suggested that the heterozygous TGFBI c.1663C > T (p.Arg555Trp) mutation was responsible for GCD1 in the Hui-Chinese family, which should be of great help in genetic counseling for this family.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 1229-1229
Author(s):  
Thomas L. Ortel ◽  
Gary Beecham ◽  
Dale Hedges ◽  
Patrice Whitehead ◽  
Ashley Beecham ◽  
...  

Abstract Abstract 1229 Background: Thrombotic storm (TS) is an extremely severe clinical phenotype that occurs in a very small subset of patients with venous thromboembolic disease. It is characterized by patients who exhibit two or more of the following in a short period of time; 1) > 2 acute arterial/venous thromboemboli, and/or thrombotic microangiopathy, 2) unusual location, 3) progressive/recent unexplained recurrence, and/or 4) refractory to and/or atypical response to therapy (Kitchens et al., Am J Med, 2011). We hypothesize these patients possess an underlying prothrombotic risk factor that results in an accelerated form of thrombosis following an initial event that provokes the attack in the relevant clinical context. Methods: To identify potential genetic risk variants we performed whole-exome sequencing on a TS participant and his unaffected parents and sibling. The proband was a 14 year old male who presented with thrombosis of the sagittal, right transverse and sigmoid sinuses following a sports-related knee injury. There was no personal or family history of venous thromboembolism, and a hypercoagulable workup, including testing for antiphospholipid antibodies, was negative. His course was complicated by the development of disseminated intravascular coagulation, delaying early initiation of anticoagulant therapy. Despite aggressive supportive care, which included anticoagulation therapy, the proband did not improve and expired after severe cerebral edema with herniation was diagnosed by clinical exam and CT imaging. At autopsy, bilateral pulmonary emboli and extensive pelvic vein thrombosis were also identified. DNA was extracted from whole blood and the relevant regions were captured using the Agilent Sure Select 50mb kit. Sequencing was performed on the Illumina HiSeq2000 under the manufacturer's recommended protocol. Alignment of reads to the reference was performed using BWA, and genotype calls were made with GATK. Variants were initially filtered based on quality (depth ≥ 8, phred-like quality ≥ 30), function (nonsense, missense, splicing), and novelty. Additional filters include inheritance mode (autosomal recessive or de novo heterozygote), conservation (phastcons score > 0.5, GERP score > 2), and damage prediction (SIFT or Polyphen). Potential variants were validated using Sanger sequencing. Results: Whole-exome sequencing identified over 127,000 variants in the nuclear family with at least one member having a high quality variant at the position. Filtering these variants based on function, novelty, and high quality in parents and affected proband reduced the list to 2,735 variants. Of these, 7 variants fit an autosomal recessive model (homozygous in the proband, heterozygous in both parents, not homozygous in the unaffected sibling); of these 7, two were at conserved sites, predicted to be damaging, and also called using SAMTOOLS. The first of the recessive variants is a nonsense variation in the EGFL8 gene (tyrosine to stop codon, at the 74th amino acid; tyr74stop), and the second is in HLA-E (gln276pro). Of the initial list of 2,735 variants there were 138 that fit a de novo heterozygous model (present in the affected proband, but not parents); of these 138, two were at a conserved site, predicted to be damaging, and were also called with SAMTOOLS. The first de novo heterozygote is in SLC26A2 (arg178stop), and the second variant is in PRMT7 (arg531trp). These four variants were resequenced using Sanger sequencing within the family. Three of the variants (EGFL8, SLC26A2, and PRMT7) were confirmed using Sanger; the fourth (HLA-E) is still being resequenced. Discussion: These variants represent excellent candidate loci for thrombotic storm risk. In particular, the EGFL8 variant is a homozygous change to a stop codon less than one quarter of the way through the open reading frame – a change that likely severely damages protein function. Additionally, EGFL8 (epidermal growth factor-like domain-containing protein 8) has two EGF domains, a common motif identified in hemostatic and fibrinolytic proteins, and is therefore potentially involved in coagulation. These variants will be further analyzed for frequency in controls and tested in animal models for functional significance. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 1377-1377
Author(s):  
Martin Neumann ◽  
Sandra Heesch ◽  
Cornelia Schlee ◽  
Stefan Schwartz ◽  
Nicola Goekbuget ◽  
...  

Abstract Abstract 1377 Introduction: Early T-cell precursor (ETP) ALL accounting for 10% of all T-ALL cases is of special interest because of its proposed origin from early thymic progenitors with multilineage differentiation potential. ETP-ALL is associated with a poorer outcome in pediatric and adult patients. On the molecular level, ETP-ALL is characterized by a specific immunophenotype (CD1-, CD5weak, CD8-, co-expression of stem cell and/or myeloid antigens) and distinct molecular features (expression of stem cell genes, high frequency of FLT3 mutations with absence of NOTCH1 mutations). Whereas a highly heterogeneous genetic pattern was revealed by whole genome sequencing in pediatric patients, the genetic background of adult ETP-ALL remains largely unknown. Here we investigated genetic alterations in adult ETP-ALL by whole exome sequencing and subsequently analyzed specific target genes. Patients and methods: We performed whole exome sequencing of five paired (diagnosis/remission) adult ETP-ALL patients enrolled in German Acute Lymphoblastic Leukemia Multicenter Study Group (GMALL) trials. Using exon capturing from genomic DNA, followed by 76-bp paired-end sequencing on an Illumina Genome Analyzer IIx platform, we generated at least 5 Gb of exome sequence from each ETP-ALL and remission samples. Somatic mutations were identified by comparing the ETP-ALL with the remission exome sequence, excluding all annotated polymorphisms (dbSNP130), non-coding positions and positions with evidence of a variant in the corresponding remission samples. Candidate variants were confirmed by capillary sequencing of genomic DNA. The DNMT3A mutations status was analyzed by Sanger sequencing of exons 11–23 in additional 68 adult ETP-ALL (55 male, 13 female, median age: 38 years) as well as the mutation status of the polycomb repressor complex (PRC) genes EZH2 and SUZ12. For 52 of 68 patients clinical follow-up data were available. Results: Using whole exome sequencing we found a total of 56 non-synonymous somatic mutations or indels in the five ETP-ALL patients (range: 6 to 16 per patient). Eleven mutations/indels affected cancer genes. DNMT3A (2/5) and FAT3 (2/5) were recurrently mutated in the five patients. The DNA-methyl-transferase DNMT3A is a frequent mutational target in acute myeloid leukemia (AML; 20%), whereas FAT3 (FAT, tumor suppressor homolog 3) mutations were recently reported in ovarian carcinoma (TCGA, Nature 2011). Novel mutations identified in adult ETP-ALL involved genes in epigenetic regulation (e.g. MLL2, MLL3, BMI1), and in genes previously reported to be mutated in ETP-ALL (e.g. in JAK1, ETV6, NOTCH1, DNM2). By Sanger sequencing, we screened for DNMT3A mutations in a larger cohort of adult ETP-ALL. DNMT3A mutations were present in 11 of the 68 (16%) patients, a mutation rate similar to AML. Amino acid R882 (exon 23), the most frequently mutated amino acid in AML, was mutated in five ETP-ALL. The remaining six mutations occurred in single spots, with one exception in the ZNF or the MTF domain. Patients with a DNMT3A mutation were significantly older (median: 63 vs 37 years, P=0.016). No correlation was found between DNMT3A and FLT3 mutations (27% in DNMT3A mut pts. vs. 37% in DNMT3A wt pts., P=0.41) or NOTCH1 mutations (10% in DNMT3A mut pts. vs. 16% in DNMT3A wt pts., P=0.47). In addition, we investigated genetic alterations in epigenetic regulators including members of the polycomb repressor complex (PRC). Mutations were seen in EZH2 in 4/68 (6%), SUZ12 in 1/68 (1%) and SH2B3 in 4/69 (6%) of ETP-ALL. Interestingly, patients with at least one mutation in an epigenetic regulator gene (DNMT3A, SUZ12, SH2B3, MLL2, or EZH2) showed a trend towards an inferior survival (one-year-survival: 50% vs. 85%, P=0.08). Conclusion: Adult ETP-ALL patients display a heterogenous spectrum of mutations, particularly affecting genes involved in epigenetic regulation. The spectrum is different to pediatric patients with a lower rate of polycomb repressor complex and a higher rate of DNMT3A mutations. The higher rate of DNMT3A mutations in older patients might point to a different pathogenesis compared to pediatric ETP-ALL. Like in AML, DNMT3A mutations in adult ETP-ALL show a similar frequency, within the same hot spots and are correlated with an adverse prognostic value, underscoring the myeloid character of ETP-ALL. Thus, these data may provide a rationale to use epigenetic therapy in ETP-ALL. Disclosures: Krebs: Illumina: Honoraria. Greif:Illumina: Honoraria.


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